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Ernest Murray's Projects

adverse_event_analysis icon adverse_event_analysis

Analysis of statistical associations between adverse events of drugs from the Food and Drug Administration Adverse Event Reporting System (FAERS) and Side Effect Resource (SIDER) and in vitro bioactivities (experimental and predicted)

alexhwoods.com icon alexhwoods.com

All code and data relating to blog posts will be in this repository. View blog at alexhwoods.com

amgit icon amgit

Modified version of Pro Git

basic_bayes icon basic_bayes

Basic Bayesian analysis for comparing two groups with continuous and binary outcomes

bioalerts icon bioalerts

Derivation of structural alerts from bioactivity data sets

codeacademy icon codeacademy

This repository contains the answers to the exercises that are related to the Codeacademy Python course.

compstats icon compstats

Code for a workshop on statistical interference using computational methods in Python.

coursera icon coursera

Script for downloading Coursera.org videos and naming them.

coursera-1 icon coursera-1

Interactive games I created in a Coursera class, programmed in Python.

courses icon courses

Repository to courses annotations, exercises and projects

d3-process-map icon d3-process-map

Web application to illustrate the relationships between objects in a process using d3.js.

data-science-ipython-notebooks icon data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. https://bit.ly/data-notes

dbda-python icon dbda-python

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015) : Python code

faers-toolkit icon faers-toolkit

Tools for data analysis for the FDA Adverse Event Reporting System (FAERS) dataset

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